Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 21 May 2022 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
21 May 2022		 Same period 2021 Same period 2020
Rank 177 148 120
Rank change year-on-year -29 -28 +94
Permanent jobs citing Scala 108 85 89
As % of all permanent jobs advertised in Yorkshire 1.48% 1.61% 1.90%
As % of the Programming Languages category 3.17% 3.13% 3.53%
Number of salaries quoted 87 73 71
10th Percentile - £42,250 -
25th Percentile £47,500 £51,250 £42,500
Median annual salary (50th Percentile) £57,500 £57,500 £55,000
Median % change year-on-year - +4.55% -
75th Percentile £63,750 £63,750 £62,500
90th Percentile £65,000 £74,000 £67,500
England median annual salary £80,000 £75,000 £75,000
% change year-on-year +6.67% - +3.45%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 3,407 2,719 2,520
As % of all permanent IT jobs advertised in Yorkshire 46.68% 51.61% 53.70%
Number of salaries quoted 2,342 2,311 2,240
10th Percentile £32,500 £31,250 £30,000
25th Percentile £40,000 £37,500 £35,000
Median annual salary (50th Percentile) £52,500 £47,500 £45,000
Median % change year-on-year +10.53% +5.56% +4.65%
75th Percentile £65,000 £61,250 £57,500
90th Percentile £77,475 £67,500 £66,250
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

Salary distribution for jobs citing Scala in Yorkshire over the 6 months to 21 May 2022.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 21 May 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Jobs
West Yorkshire -25 79 £57,500 - 4
South Yorkshire +1 28 £57,500 -
Scala
England

For the 6 months to 21 May 2022, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 106 (98.15%) Java
2 99 (91.67%) Agile
3 90 (83.33%) TDD
4 83 (76.85%) Kubernetes
5 80 (74.07%) Azure
6 79 (73.15%) AWS
6 79 (73.15%) Python
7 78 (72.22%) React
8 70 (64.81%) Docker
9 66 (61.11%) Software Engineering
10 61 (56.48%) Terraform
11 60 (55.56%) DevOps
12 59 (54.63%) JavaScript
13 55 (50.93%) C#
13 55 (50.93%) AngularJS
14 54 (50.00%) Kotlin
15 53 (49.07%) Go
16 52 (48.15%) AWS CloudFormation
16 52 (48.15%) Vue.js
17 38 (35.19%) Unit Testing
18 37 (34.26%) Scrum
19 33 (30.56%) GCP
20 31 (28.70%) Social Skills
21 30 (27.78%) BDD
22 29 (26.85%) C++
23 27 (25.00%) OOP
23 27 (25.00%) Ruby
24 26 (24.07%) Don't repeat yourself (DRY)
24 26 (24.07%) SOLID
25 23 (21.30%) Open Source

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (8.33%) JBoss
1 9 (8.33%) WebSphere
1 9 (8.33%) WebSphere Application Server
2 2 (1.85%) Apache
2 2 (1.85%) Apache Airflow
2 2 (1.85%) Luigi
Cloud Services
1 80 (74.07%) Azure
2 79 (73.15%) AWS
3 52 (48.15%) AWS CloudFormation
4 33 (30.56%) GCP
5 3 (2.78%) AWS CodePipeline
5 3 (2.78%) GitHub
6 2 (1.85%) Azure Cosmos DB
6 2 (1.85%) Azure Data Factory
6 2 (1.85%) Azure Event Grid
6 2 (1.85%) Azure Functions
6 2 (1.85%) Azure Monitor
6 2 (1.85%) Azure Service Bus
6 2 (1.85%) Azure Synapse Analytics
6 2 (1.85%) GitHub Actions
6 2 (1.85%) Serverless
7 1 (0.93%) Amazon Kinesis
7 1 (0.93%) dbt
Communications & Networking
1 12 (11.11%) Broadband
Database & Business Intelligence
1 17 (15.74%) Data Lake
2 15 (13.89%) Data Warehouse
3 8 (7.41%) SQL Server
4 7 (6.48%) Big Data
4 7 (6.48%) SQL Server Analysis Services
4 7 (6.48%) SQL Server Integration Services
5 4 (3.70%) NoSQL
6 3 (2.78%) Azure SQL Data Warehouse
7 1 (0.93%) Amazon DynamoDB
7 1 (0.93%) BigQuery
7 1 (0.93%) Metadata
7 1 (0.93%) MongoDB
7 1 (0.93%) Oracle Database
7 1 (0.93%) PostgreSQL
7 1 (0.93%) Spark SQL
Development Applications
1 11 (10.19%) Git (software)
2 10 (9.26%) Jenkins
3 9 (8.33%) Subversion
4 2 (1.85%) Spinnaker
4 2 (1.85%) TeamCity
General
1 31 (28.70%) Social Skills
2 19 (17.59%) Inclusion and Diversity
3 14 (12.96%) Games
4 13 (12.04%) Finance
5 6 (5.56%) Public Sector
6 3 (2.78%) Influencing Skills
7 2 (1.85%) Brand Awareness
8 1 (0.93%) Banking
8 1 (0.93%) Pharmaceutical
8 1 (0.93%) Publishing
8 1 (0.93%) Retail
8 1 (0.93%) Wholesale Banking
Job Titles
1 60 (55.56%) Software Engineer
2 26 (24.07%) JavaScript Engineer
3 25 (23.15%) Developer
4 20 (18.52%) Java Developer
5 16 (14.81%) Data Engineer
6 9 (8.33%) Senior Data Engineer
7 8 (7.41%) Java Engineer
7 8 (7.41%) Java Scala Software Engineer
7 8 (7.41%) Java Software Engineer
7 8 (7.41%) Scala Engineer
7 8 (7.41%) Scala Software Engineer
7 8 (7.41%) Senior Developer
7 8 (7.41%) Senior Java Developer
8 6 (5.56%) Python Engineer
8 6 (5.56%) Python Software Engineer
9 4 (3.70%) Big Data Engineer
9 4 (3.70%) Principal Engineer
10 3 (2.78%) JavaScript Developer
11 2 (1.85%) Security Engineer
11 2 (1.85%) Senior Security Engineer
Libraries, Frameworks & Software Standards
1 78 (72.22%) React
2 55 (50.93%) AngularJS
3 52 (48.15%) Vue.js
4 20 (18.52%) Kafka
5 16 (14.81%) Node.js
6 11 (10.19%) Apache NiFi
6 11 (10.19%) Spring Boot
7 7 (6.48%) Apache Avro
8 4 (3.70%) Play Framework
8 4 (3.70%) RabbitMQ
9 3 (2.78%) Apache Flex
10 2 (1.85%) .NET
10 2 (1.85%) RESTful
10 2 (1.85%) Spring
11 1 (0.93%) CSS
11 1 (0.93%) Hibernate
11 1 (0.93%) HTML
11 1 (0.93%) JSON
Miscellaneous
1 12 (11.11%) Cyber Defence
1 12 (11.11%) Cyberattack
1 12 (11.11%) Social Media
2 8 (7.41%) Algorithms
3 7 (6.48%) Data Structures
4 2 (1.85%) Blog
4 2 (1.85%) Greenfield Project
5 1 (0.93%) Blockchain
5 1 (0.93%) Data Protection Act
5 1 (0.93%) e-Learning
5 1 (0.93%) IoT
Processes & Methodologies
1 99 (91.67%) Agile
2 90 (83.33%) TDD
3 66 (61.11%) Software Engineering
4 60 (55.56%) DevOps
5 38 (35.19%) Unit Testing
6 37 (34.26%) Scrum
7 30 (27.78%) BDD
8 27 (25.00%) OOP
9 26 (24.07%) Don't repeat yourself (DRY)
9 26 (24.07%) SOLID
10 23 (21.30%) Open Source
11 22 (20.37%) OO
11 22 (20.37%) Pair Programming
12 20 (18.52%) Front End Development
12 20 (18.52%) High Availability
12 20 (18.52%) Kanban
12 20 (18.52%) Performance Engineering
13 15 (13.89%) Mentoring
14 13 (12.04%) ETL
15 12 (11.11%) Cyber Threat Intelligence
Programming Languages
1 106 (98.15%) Java
2 79 (73.15%) Python
3 59 (54.63%) JavaScript
4 55 (50.93%) C#
5 54 (50.00%) Kotlin
6 53 (49.07%) Go
7 29 (26.85%) C++
8 27 (25.00%) Ruby
9 12 (11.11%) SQL
10 7 (6.48%) T-SQL
11 3 (2.78%) TypeScript
12 2 (1.85%) Bash
12 2 (1.85%) PowerShell
Qualifications
1 4 (3.70%) Security Cleared
2 1 (0.93%) SC Cleared
Quality Assurance & Compliance
1 7 (6.48%) Data Quality
2 1 (0.93%) QA
System Software
1 70 (64.81%) Docker
Systems Management
1 83 (76.85%) Kubernetes
2 61 (56.48%) Terraform
3 9 (8.33%) Puppet
4 8 (7.41%) Rancher
5 1 (0.93%) Istio
Vendors
1 8 (7.41%) Microsoft
2 2 (1.85%) Databricks
3 1 (0.93%) Brio
3 1 (0.93%) Google
3 1 (0.93%) Oracle